Lottery Demographics

library(lottodata)

lottodata

The get access to this data set, simply, install the lottodata package via GitHub and type lotto_demograpics into R.

lotto demographics

The variables included in the data set:

Variable	Description	Type of variable
zip_code	The first 3 digits of postal code (geographical region)	string
geo_id	Geography ID	integer
income	Per capita income levels	integer
education	Highest completed level of education for the population	float
mbsa	Proportion of time spent in white collar employment. White collar employment is defined as the proportion of residents aged 15 or greater employed in management, business finance and administration, health, education, law, social community and government services, art, culture, natural and applied sciences and related occupations, according to the National Occupational Classification	float
ses	SES was calculated via takling the sum of the Z-scores of it’s per-capita income, years of education, and proportion of white-collar workers	float
description	Describes where the location is in natural language	string

Example exploratory data analysis:

# EDA via base R

demographics_eda <- function(x){
  hist(x, col = rainbow(30))
  plot(x)
  plot(density(x))
  data.frame(min = min(x),
             median = median(x),
             mean = mean(x),
             max = max(x),
             sd = sd(x),
             range =max(x) - min(x) )
}

demographics_eda(lotto_demographics$income)

#>     min median     mean   max       sd range
#> 1 18753  27690 31481.41 55569 10021.89 36816